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Proceedings Papers
ISTFA 2021
October 31–November 4, 2021
Phoenix, Arizona, USA
Conference Sponsors:
- Electronic Device Failure Analysis Society
- ASM International
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ISTFA 2021: Conference Proceedings from the 47th International Symposium for Testing and Failure Analysis
Artificial Intelligence Applications for Failure Analysis
Analysis of Time-Resolved Thermal Responses in Lock-In Thermography by Independent Component Analysis (ICA) for a 3D Spatial Separation of Weak Thermal Sources and Defects
Michael Kögel; Sebastian Brand; Christian Große; Frank Altmann; Kristof J. P. Jacobs; Ingrid De Wolf
ISTFA 2021; 6-11https://doi.org/10.31399/asm.cp.istfa2021p0006
Logo Classification and Data Augmentation Techniques for PCB Assurance and Counterfeit Detection
Mukhil Azhagan Mallaiyan Sathiaseelan; Olivia P. Paradis; Rajat Rai; Suryaprakash Vasudev Pandurangi; Manoj Yasaswi Vutukuru; Shayan Taheri; Navid Asadizanjani
ISTFA 2021; 12-19https://doi.org/10.31399/asm.cp.istfa2021p0012
Machine Learning Based Optimization Technique for High-Capacity V-NAND Flash Memory
Jisuk Kim; Earl Kim; Daehyeon Lee; Taeheon Lee; Daesik Ham; Miju Yang; Wanha Hwang; Jaeyoung Kim; Sangyong Yoon; Youngwook Jeong; Eunkyoung Kim; Ki-Whan Song; Jai Hyuk Song; Myungsuk Kim; Woo Young Choi
ISTFA 2021; 20-22https://doi.org/10.31399/asm.cp.istfa2021p0020
Board and System Level Failure Analysis
Case Studies: Device Analysis
Failure Analysis Challenges of Phase Change Memory Test Structures with Two Case Studies
J. Demarest; N. Arnold; K. Brew; V. Chan; A. Cote; T. Gordon; M. Iwatake; G. Lian; J. Li; I. OK; S. McDermott; I. Saraf; N. Saulnier; L. Tierney; A. Varghese
ISTFA 2021; 34-39https://doi.org/10.31399/asm.cp.istfa2021p0034
Case Studies: Failure Analysis Processes
Detecting and Preventing Counterfeit Microelectronics
Die Level Fault Isolation
Failure Localization Techniques for 7nm and 16nm Process Nodes in Monolithic and 2.5D SSIT Packages using OBIRCH, LVP, and Advanced Die Thinning
Daniel Nuez; Phoumra Tan; Daisy Lu; Benhai Zhang; Joshua Miller; Mark Lynaugh; Tom Harper; Michael DiBattista; Scott Silverman
ISTFA 2021; 73-79https://doi.org/10.31399/asm.cp.istfa2021p0073
Emerging Failure Analysis Techniques and Concepts
Vector Magnetic Current Imaging of an 8 nm Process Node Chip and 3D Current Distributions Using the Quantum Diamond Microscope
Sean M. Oliver; Dmitro J. Martynowych; Matthew J. Turner; David A. Hopper; Ronald L. Walsworth; Edlyn V. Levine
ISTFA 2021; 96-107https://doi.org/10.31399/asm.cp.istfa2021p0096
FIB Circuit Analysis and Edit
FIB Sample Preparation
Plasma Etching Pre-treatment for a TEM Lamella Preparation of 3D NAND with High Aspect Ratio
Yu-Chih Chen; Bing-Chang Li; Pei-Ling Hsu; Tsung-Yi Lin; I-An Chen; Chun-Hung Lin; Hsin-Cheng Hsu; Chin-Chih Yeh; Nan-Tzu Lian; Ta-Hone Yang; Kuang-Chao Chen
ISTFA 2021; 141-145https://doi.org/10.31399/asm.cp.istfa2021p0141
Hardware Attacks, Security, and Reverse Engineering
Microscopy and Material Characterization
Low Angle Annular Dark Field Scanning Transmission Electron Microscopy Analysis of Phase Change Material
J. Li; K. Brew; K. Cheng; V. Chan; N. Arnold; A. Gasasira; R. Pujari; J. Demarest; M. Iwatake; L. Tierney; O. Ogundipe; K. Toole; N. Li
ISTFA 2021; 206-210https://doi.org/10.31399/asm.cp.istfa2021p0206
Application and Optimization of Automated ECCI Mapping to the Analysis of Lowly Defective Epitaxial Films on Blanket or Patterned Wafers
Han Han; Thomas Hantschel; Pieter Lagrain; Clement Porret; Roger Loo; Marina Baryshnikova; Bernardette Kunert; Libor Strakos; Tomas Vystavel
ISTFA 2021; 211-216https://doi.org/10.31399/asm.cp.istfa2021p0211
Nanoprobing and Electrical Characterization
Poster Session
Pairing Laser Ablation and Xe Plasma FIB-SEM: An Approach for Precise End-Pointing in Large-Scale Physical Failure Analysis in the Semiconductor Industry
Rodrigo Delgadillo Blando; Lukáš Hladík; Jozef Vincenc Oboňa; Tomáš Borůvka; Martin Burán; Michael Krause; Boris Arnold Rottwinkel; Scott Fuller
ISTFA 2021; 283-290https://doi.org/10.31399/asm.cp.istfa2021p0283